Regularization Methods for Machine Learning (RegML)

RegML is an advanced machine learning course, including theory classes and practical laboratory sessions, RegML 2016 covers foundations as well as recent advances in Machine Learning. The emphasis is on large/high dimensional data and regularization approaches. In many respects the course is a compressed version of the MIT Course 9.520 .